Class-Incremental Learning on ImageNet-R 50-task partition
82.06FAAJoint-Train
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Joint-Train2025.09 | 82.06 | — | |
| SMoPELocation=[1 2 3 4 5 6], N=1, Np=252025.09 | 75.54 | 81.94 | |
| VQ-PromptLocation=[1 2 3 4 5], N=10, Np=82025.09 | 75.31 | 81.52 | |
| NoRGaLocation=[1 2 3 4 5], N=10, Np=402025.09 | 71.02 | 76.99 | |
| HiDe-PromptLocation=[1 2 3 4 5], N=10, Np=402025.09 | 70.82 | 76.81 | |
| CODA-PromptLocation=[1 2 3 4 5], N=100, Np=82025.09 | 66.96 | 75.19 | |
| OVORLocation=[1 2 3] [4 5], G: N=1, G: Np=5, E: N=1, E: Np=202025.09 | 65.84 | 74.84 | |
| Deep L2P++Location=[1 2 3 4 5], N=30, Np=202025.09 | 58.48 | 67.04 | |
| DualPromptLocation=[1 2] [3 4 5], G: N=1, G: Np=5, E: N=10, E: Np=202025.09 | 58.31 | 65.51 | |
| L2P++Location=[1], N=30, Np=202025.09 | 55.65 | 64.88 |